Table 8 Cross-corpus, binary classification, and test on the USC IEMOCAP database
From: Articulation constrained learning with application to speech emotion recognition
Vowel | ACL (WC) | ACL (CC) | Best group |
|---|---|---|---|
Arousal | |||
/AA/ | 69.18 | 68.71 | 70.11 (TNG) |
/AE/ | 65.40 | 65.01 | 66.02 (TNG) |
/IY/ | 65.85 | 66.96 | 67.59 (JAW) |
/UW/ | 64.44 | 63.55 | 65.57 (TNG) |
FULL | 73.52 | 74.46 | 74.97 (JAW) |
Valence | |||
/AA/ | 60.68 | 62.41 | 62.80 (TNG) |
/AE/ | 59.06 | 60.83 | 61.92 (TNG) |
/IY/ | 61.34 | 61.27 | 61.28 (JAW) |
/UW/ | 63.62 | 63.02 | 63.23 (JAW) |
FULL | 62.16 | 61.01 | 61.42 (JAW) |